Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, Ipmu 2020, Lisbon, Portugal, June 15-1

ISBN-13: 9783030501426 / Angielski / Miękka / 2020 / 807 str.

Marie-Jeanne Lesot; Susana Vieira; Marek Z. Reformat

Spis treści

Homage to Enrique Ruspini.- Invited Talks.- Foundations and Mathematics.- Decision Making, Preferences and Votes.- Optimization and Uncertainty. –Games.- Real World Applications.- Knowledge Processing and Creation.- Machine Learning I.- Machine Learning II. – XAI.- Image Processing.- Temporal Data Processing.- Text Analysis and Processing.- Fuzzy Interval Analysis.- Theoretical and Applied Aspects of Imprecise Probabilities.- Similarities in Artifcial Intelligence.- Belief Function Theory and its Applications.- Aggregation: Theory and Practice.- Aggregation: Pre-aggregation Functions and other Generalizations of Monotonicity.- Aggregation: Aggregation of Di erent Data Structures.- Fuzzy methods in Data Mining and Knowledge Discovery.- Computational Intelligence for Logistics and Transportation Problems.- Fuzzy Implication Functions.- Soft Methods in Statistics and Data Analysis.- Image Understanding and Explainable AI.- Fuzzy and Generalized Quantifer Theory.- Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences.- Statistical Image Processing and Analysis, with Applications in Neuroimaging.- Interval Uncertainty.- Discrete Models and Computational Intelligence.- Current Techniques to Model, Process and Describe Time Series.- Mathematical Fuzzy Logic and Graded Reasoning Models.- Formal Concept Analysis, Rough Sets, General Operators and Related Topics.- Computational Intelligence Methods in Information Modelling, Representation and Processing.